Publication: A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG
A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG
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Sharifshazileh, M., Burelo, K., Fedele, T., Sarnthein, J., & Indiveri, G. (2019, November 29). A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG. 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genoa. https://doi.org/10.1109/icecs46596.2019.8965192
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Among diagnostic biomarkers, high frequency oscillations in human iEEG are used to identify epileptogenic brain tissue during epilepsy surgery. However, current methods typically analyse the raw data offline using complex time-consuming algorithms. We developed a compact neuromorphic sensory-processing system-on-chip that can monitor the iEEG signals and detect high frequency oscillations in real-time using spiking neural networks. To this end, we present an integrated device with an analog front-end that can extract predefined spectr
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- Sharifshazileh, Mohammadali
- Burelo, Karla
- Fedele, Tommaso
- Sarnthein, Johannes
- Indiveri, Giacomo
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Sharifshazileh, M., Burelo, K., Fedele, T., Sarnthein, J., & Indiveri, G. (2019, November 29). A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG. 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genoa. https://doi.org/10.1109/icecs46596.2019.8965192
